Preprint Article Version 1 Preserved in Portico This version is not peer-reviewed

Will Artificial Intelligence Become Conscious? Can Thermodynamics Explain the Evolution of Intellect?

Version 1 : Received: 7 May 2022 / Approved: 10 May 2022 / Online: 10 May 2022 (10:05:26 CEST)

How to cite: Deli, E. Will Artificial Intelligence Become Conscious? Can Thermodynamics Explain the Evolution of Intellect?. Preprints 2022, 2022050134 (doi: 10.20944/preprints202205.0134.v1). Deli, E. Will Artificial Intelligence Become Conscious? Can Thermodynamics Explain the Evolution of Intellect?. Preprints 2022, 2022050134 (doi: 10.20944/preprints202205.0134.v1).

Abstract

Deep neural networks (DNNs), founded on the brain's neuronal organization, can extract higher-level features from raw input. However, complex intellect via autonomous decision-making is way beyond current AI design. Here we propose an autonomous AI inspired by the thermodynamic cycle of sensory perception, operating between two information density reservoirs. Stimulus unbalances the high entropy resting state and triggers a thermodynamic cycle. By recovering the initial conditions, self-regulation generates a response while accumulating an orthogonal, holographic potential. The resulting high-density manifold is a stable memory and experience field, which increases future freedom of action via intelligent decision-making.

Keywords

deep neural networks; artificial intelligence; intelligent computation; orthogonal transformation; entropy; Carnot cycle

Subject

MATHEMATICS & COMPUTER SCIENCE, General & Theoretical Computer Science

Comments (0)

We encourage comments and feedback from a broad range of readers. See criteria for comments and our diversity statement.

Leave a public comment
Send a private comment to the author(s)
Views 0
Downloads 0
Comments 0
Metrics 0


×
Alerts
Notify me about updates to this article or when a peer-reviewed version is published.
We use cookies on our website to ensure you get the best experience.
Read more about our cookies here.